Abstract
Zinc finger protein 687 (ZNF687), identified as a C2H2 zinc finger protein, has been found to be mutated and upregulated in giant cell tumor of bone and acute myeloid leukemia, suggesting an oncogenic role for ZNF687 in cancer. However, the clinical significance and precise role of ZNF687 in cancer progression are largely unknown. Herein, we report that ZNF687 was markedly upregulated in hepatocellular carcinoma (HCC) cell lines and HCC tissues, and was significantly correlated with relapse-free survival in HCC. ZNF687 overexpression greatly enhanced HCC cell capability for tumorsphere formation, invasion and chemoresistance in vitro, whereas inhibiting ZNF687 reduced these capabilities and inhibited HCC cell tumorigenic capability in vivo. Importantly, extreme limiting dilution analysis revealed that even 1 × 102 ZNF687-transduced cells could form tumors in vivo, indicating that ZNF687 contributes to HCC recurrence. Moreover, we demonstrate that ZNF687 transcriptionally upregulated the expression of the pluripotency-associated factors BMI1, OCT4 and NANOG by directly targeting their promoters. Therefore, our results suggest that ZNF687 has a promoter role in regulating HCC progression, which provides a potential therapeutic target for HCC in humans.
Introduction
Hepatocellular carcinoma (HCC), one of the most malignant human cancers, is the third most common cause of cancer-related death globally.1 Approximately 700 000 new cases are diagnosed each year worldwide; the estimated deaths caused by liver cancer around the world exceed 600 000.2 More than 50% of new cases and deaths occur in China.3 Despite the rapid development of clinical treatment, such as liver transplantation, surgical resection, and chemotherapy, the long-term prognosis for patients with HCC remains unsatisfactory due to the high rate of recurrence.4 Therefore, identifying effective therapeutic strategies and the molecular mechanisms underlying HCC recurrence would be of great clinical value.
Cancer stem cells (CSCs), a small subpopulation of cancer cells, are capable of self-renewal and have multi-lineage differentiation potential, which results in metastasis, chemotherapy resistance, and recurrence in many cancers, including HCC.5, 6, 7 For example, the CD133+ and CD44+ CSC subpopulation in HCC can form tumor spheroids in vitro and promote tumorigenic capability in vivo;7, 8, 9 the CD24+ CSC subpopulation in HCC has self-renewal and tumor initiation capability, and confers resistance to cisplatin via STAT3 (signal transducer and activator of transcription 3)-mediated NANOG (Nanog homeobox) regulation.10 Furthermore, the presence of CSCs is associated with worse overall survival and higher recurrence rates, suggesting that CSCs might be an attractive therapeutic target in HCC.7, 10 Importantly, eliminating CSCs in pancreatic cancer, breast cancer and leukemia with therapeutic agents prevents cancer progression.11, 12, 13 Therefore, targeting CSCs might improve the cure rates and survival of patients with HCC.
Multiple pluripotency-associated factors are overexpressed in CSCs and are associated with cancer progression, chemoresistance, and recurrence.14, 15 For example, BMI1 (BMI proto-oncogene, polycomb ring finger), a major component of the polycomb group complex 1 (PRC1), is essential for self-renewal in both normal cells and CSCs.16 BMI1 overexpression promotes HCC cell proliferation and invasion in vitro and induces the formation of poorly differentiated tumors in vivo, suggesting that it might represent a potential molecular target of HCC.16 The DNA-binding homeobox transcription factors NANOG and OCT4 (POU domain class 5, transcription factor 1) are required for maintaining stem cell pluripotency.17, 18 Furthermore, NANOG and OCT4 overexpression regulates HCC stem cell self-renewal, induces resistance to therapeutic agents, and promotes tumorigenic capability,19, 20 which correlates with worse clinical outcome. Hence, investigating the mechanisms and regulatory pathways of CSC self-renewal and pluripotency is essential for treating cancer.
Zinc finger protein 687 (ZNF687) is a newly identified C2H2 zinc finger factor. ZNF687 mutations have been observed in severe Paget disease of bone associated with tumor tissue of giant cell tumor (GCT),21 and ZNF687 is translocated with RUNX1 (runt-related transcription factor 1) in acute myeloid leukemia (AML),22 which suggests that ZNF687 might be a potent oncogene. In the present study, we found that ZNF687 expression correlated with poor overall survival and relapse-free survival in HCC. ZNF687 overexpression greatly promoted HCC stem cell-like traits and improved tumorigenic capability via transcriptional upregulation of the pluripotency-associated factors BMI1, OCT4 and NANOG. These results indicate that ZNF687 potentially has a critical oncogenic role in HCC progression and might represent a novel, valuable therapeutic target in HCC.
Results
ZNF687 overexpression correlated with poor prognosis in HCC
ZNF687 mutations or translocation is closely correlated with cancer development and progression.21, 22 Analysis of ZNF687 status in The Cancer Genome Atlas (TCGA) data sets did not reveal obvious ZNF687 mutations or translocation in HCC. However, analysis of publicly available data sets showed that ZNF687 mRNA expression was significantly upregulated in HCC tissues compared with adjacent tumor tissues or cirrhosis liver tissues (GSE57957, GSE56140 and TCGA) (Figures 1a and b). Kaplan–Meier analysis of TCGA data sets revealed that ZNF687 mRNA expression was significantly correlated with poor overall survival and relapse-free survival in HCC (P<0.05; P<0.05, respectively; Figure 1c), indicating that ZNF687 might be involved in HCC progression. Moreover, gene set enrichment analysis (GSEA) of TCGA data set revealed that ZNF687 gene expression correlated positively with the recurrence-related gene signatures (Figure 1d), suggesting that ZNF687 upregulation may contribute to HCC recurrence.
To validate the above analyses, we detected ZNF687 mRNA and protein expression in HCC cell lines and clinical HCC tissues. Consistent with TCGA analysis, the expression of both ZNF687 mRNA and protein was markedly higher in the eight HCC cell lines and ten HCC tissues than in the two primary normal human liver cell lines and the matched adjacent non-tumor tissues, respectively (Figures 2a and b; Supplementary Figures 1A,B). To further evaluate the correlation between ZNF687 expression and HCC clinicopathologic features, 204 archived paraffin-embedded HCC specimens and 10 normal liver tissues were analyzed by immunohistochemical (IHC) staining with anti-human ZNF687 antibody (Figure 2c). ZNF687 was overexpressed in HCC tissues (n=204) but was undetectable in normal liver tissue (n=10), and the HCC specimens contained 0–12.6% ZNF687+ cells, whereas there was no ZNF687 expression in the non-tumor tissues, and ZNF687 was expressed in less than 2% of cells in >70% of the HCC cases (143/204) (Figures 2c and d). Statistical analysis of the IHC-stained sections revealed that ZNF687 protein expression was significantly correlated with clinical stage (P<0.001), histological differentiation (P<0.001), T classification (P<0.001), N classification (P<0.05) and M classification (P<0.05), but no correlations were found with age, gender or hepatitis B surface antigen (HBsAg) and alpha-fetoprotein (AFP) expression level (Supplementary Tables 1 and 2).
Next, we determined whether ZNF687 protein upregulation correlated with poor prognosis as HCC progressed. Kaplan–Meier analysis and log-rank testing revealed that ZNF687 protein expression levels in the HCC specimens were inversely correlated with overall survival (P<0.001) and relapse-free survival time (P<0.01; Figure 2e), suggesting that ZNF687 contributes to HCC recurrence. Moreover, univariate and multivariate survival analyses indicated that ZNF687 expression was an independent prognostic factor of HCC (Supplementary Table 3). Taken together, our findings suggest that ZNF687 upregulation might contribute to HCC progression and recurrence and represent a prognostic factor in HCC outcome.
ZNF687 upregulation promoted stem cell-like traits in HCC cells in vitro
CSCs are involved in regulating HCC recurrence.5, 6, 7 Interestingly, GSEA revealed that ZNF687 gene expression significantly correlated with the gene signatures in liver CSCs, liver cancer with EPCAM (epithelial cell adhesion molecule), hematopoietic stem cells, and lymphoid stem cells (Figure 3a; Supplementary Figure 2), suggesting that ZNF687 may have a regulatory role in HCC stemness. Consistently, the tumorsphere formation assay showed that ZNF687-transduced cells formed more tumorspheres with higher cell content compared with the spheres formed by vector control cells (Figures 3b and c), suggesting that ZNF687 overexpression promotes the tumorigenic capability of HCC cells in vitro. Furthermore, ZNF687 overexpression greatly increased the proportion of SP+ cells, a subpopulation of cells with stem cell-like traits:23 from 1.82 to 6.34% in Huh7 cells, and from 1.29 to 5.36% in Hep3B cells (Figure 3d). Moreover, the CD133+ subpopulation, widely recognized as a HCC CSC marker,7 was greatly increased in ZNF687-transduced Huh7 and Hep3B cells as compared with vector control cells (Figure 3e). Importantly, the SP+ or CD133+ subpopulations had greatly higher ZNF687 expression compared with SP− or CD133− cells (Figure 3f), further demonstrating the vital role of ZNF687 in regulating the stem cell-like traits in HCC cells. The pluripotency-associated factors, including SOX2 (SRY box 2), c-MYC (MYC proto-oncogene, bHLH transcription factor), BMI1, NANOG, OCT4 and ABCG2 (ATP-binding cassette subfamily G member G), were upregulated in ZNF687-overexpressing HCC cells (Figure 3g). Collectively, these results indicate that ZNF687 upregulation promotes stem cell-like traits in HCC cells in vitro.
Silencing ZNF687 inhibited stem cell-like traits in HCC cells in vitro
We explored the effect of silencing ZNF687 on the stem cell-like traits of HCC cells. Endogenous ZNF687 was silenced using short hairpin RNA (shRNA) (Figure 4a). As expected, silencing ZNF687 decreased tumorsphere number and size (Figure 4b). The proportion of SP+ cells (Figure 4c) and CD133+ cells (Figure 4d) was decreased in ZNF687-silenced HCC cells as compared with control cells. Furthermore, silencing ZNF687 significantly reduced the mRNA expression of the pluripotency-associated factors, including SOX2, c-MYC, BMI1, NANOG, OCT4 and ABCG2 (Figure 4e). Altogether, these findings further support the premise that ZNF687 regulates stem cell-like traits in HCC.
ZNF687 enhances HCC cell invasion and chemoresistance in vitro
CSCs are capable of self-renewal and have multi-lineage differentiation potential, which results in metastasis, chemotherapy resistance, and recurrence in HCC.7, 8, 9, 10 Consistent with TCGA data set GSEA findings that ZNF687 expression was significantly correlated with gene signatures related to HCC metastasis (Supplementary Figures 3A,B), ZNF687 overexpression significantly increased HCC cell invasive capability, but ZNF687 downregulation decreased it (Figure 5a). Furthermore, the three-dimensional (3D) spheroid invasion assay, considered a better mimic of in vivo tumor invasion, revealed that ZNF687-transduced HCC cell lines cultured in Matrigel for 10 days displayed morphologies typical of highly aggressive invasiveness, where there were more outward projections from nearly all individual cells, as opposed to the vector-transduced control cells (Figure 5b). These results suggest that elevated ZNF687 promotes HCC metastasis. Meanwhile, ZNF687 overexpression conferred resistance to apoptosis in HCC cells treated with cisplatin, as indicated by higher colonogenic capability. However, silencing ZNF687 significantly enhanced HCC cell sensitivity to cisplatin, resulting in fewer colonies (Figures 5c and d). These results indicate that ZNF687 has important roles in chemoresistance in HCC. GSEA confirmed these results in that ZNF687 expression was significantly correlated with gene signatures related to HCC metastasis and chemoresistance (Supplementary Figures 3A,B).
ZNF687 contributed to HCC cell tumorigenic capability in vivo
A xenograft tumor model was used to examine the biological effect of ZNF687 on HCC progression. Tumors formed by ZNF687-transduced Huh7 cells were larger and heavier than the tumors formed by the control cells (Figures 6a–d). Furthermore, to confirm the roles of ZNF687 in promoting HCC stem cell-like traits in vivo, we subcutaneously inoculated HCC cells mixed with Matrigel into nonobese diabetic/severe combined immunodeficient (NOD/SCID) mice. The weights and volumes of tumors formed by 1 × 104, 1 × 103 or 1 × 102 ZNF687-transduced HCC cells were significantly greater than that formed by the control cells (Figures 6e–g; Supplementary Figure 4). Conversely, ZNF687-silenced HCC cells formed much smaller tumors and exhibited lower rates of tumorigenesis (Figures 6e–g; Supplementary Figure 4). Furthermore, extreme limiting dilution analysis (ELDA) revealed that ZNF687-transduced cells had greater tumorigenic capability, forming tumors when only 1 × 102 cells had been implanted (Figure 6g). Taken together, these results demonstrate that ZNF687 strongly promotes HCC cell tumorigenicity in vivo.
ZNF687 directly targeted and activated BMI1, NANOG and OCT4
To explore the mechanism underlying the ZNF687-mediated stem cell-like traits of HCC cells, we predicted several possible downstream targets of ZNF687 using JASPAR database analysis. Chromatin immunoprecipitation–quantitative PCR (ChIP-qPCR) revealed that ZNF687 bound the BMI1, NANOG and OCT4 promoters (Figure 7a). Furthermore, ZNF687 overexpression markedly increased the luciferase reporter activity and protein expression of BMI1, NANOG and OCT4 in ZNF687-transduced cells, whereas ZNF687 downregulation attenuated it (Figures 7b and c), demonstrating that ZNF687 can directly target and activate the BMI1, NANOG and OCT4 genes. Next, we investigated whether BMI1, NANOG or OCT4 activation was required for the promoter effect of ZNF687 on the stem cell-like traits of HCC cells. Individually silencing BMI1, NANOG or OCT4 in ZNF687-transduced cells (Supplementary Figure 5) potently reversed the enhanced tumorsphere forming ability and the increased proportion of SP+ cells in ZNF687-overexpressing HCC cells (Figures 7d and e). In short, these results demonstrate that ZNF687 promotes stem cell-like traits in HCC cells by directly targeting and activating BMI1, NANOG and OCT4.
Clinical relevance between ZNF687 and BMI1, NANOG and OCT4 in HCC
We examined the clinical correlation between ZNF687 and the pluripotency-associated genes in human HCC tissues. Analysis of 10 freshly collected clinical HCC samples revealed that ZNF687 mRNA expression was positively correlated with the mRNA expression of BMI1 (r=0.90, P<0.01), NANOG (r=0.79, P<0.01) and OCT4 (r=0.86, P<0.05) (Figures 8a and b). Kaplan–Meier analysis of TCGA data sets revealed that BMI1, NANOG and OCT4 expression levels were significantly correlated with shorter relapse-free survival (P<0.05; Figure 8c), suggesting that BMI1, NANOG and OCT4 contribute to HCC recurrence. Collectively, these results further support the premise that ZNF687 overexpression enhances HCC tumorigenic capability and promotes HCC recurrence by upregulating BMI1, NANOG and OCT4.
Discussion
The key findings of the present study are that ZNF687 overexpression contributes to CSC-like traits and promotes the tumor formation, invasion, and chemoresistance capabilities of HCC cells, and that ZNF687 can directly upregulate the transcription of the pluripotency-associated factors BMI1, NANOG and OCT4. Importantly, elevated ZNF687 expression in human HCC tissues was closely correlated with poorer overall survival and relapse-free survival, indicating that ZNF687 might represent a valuable prognostic factor and potential target in HCC therapy.
Zinc finger proteins constitute an abundant family in the human genome, and regulate diverse biological processes, including cell development, differentiation, metabolism and autophagy.24 For example, ZNF687, a newly identified C2H2 ZNF, is highly expressed in the hematopoietic organs, such as the kidney and spleen, and is involved in regulating hematopoietic cell proliferation and differentiation.21 During caudal fin regeneration in zebrafish, ZNF687 is greatly upregulated, and regulates osteoblast proliferation and differentiation.21 Furthermore, ZNF687 mutations or translocation have been observed in AML and severe Paget disease of bone associated with GCT,21 suggesting that ZNF687 dysregulation might contribute to cancer development and progression. Herein, we found that ZNF687 expression was markedly upregulated at both mRNA and protein level in human HCC tissues, and that it correlated with poorer overall survival and relapse-free survival, suggesting that ZNF687 might be a potent oncogenic protein and involved in HCC progression.
Multiple independent studies have demonstrated that CSCs are involved regulating HCC tumorigenicity, metastasis, and chemoresistance, which results in recurrence and poor prognosis.7, 10, 25, 26 However, the critical factors that regulate CSC maintenance in HCC remain largely unknown. Recent studies have revealed that aberrant expression of zinc finger proteins contributes to progression in multiple cancers, including tumorigenicity, metastasis and chemoresistance,27, 28, 29 which the CSC subpopulation might regulate. Here, we found that ZNF687 overexpression markedly promoted HCC cell tumorsphere formation capability and increased the HCC SP+/CD133+ populations in vitro. Furthermore, ZNF687 overexpression promoted HCC cell tumorigenic capability in vivo. Hence, these results suggest that ZNF687 can participate in maintaining stem cell-like traits in HCC, which might represent a novel treatment target. On the other hand, CSCs also contribute to tumor metastasis, given their invasive and chemoresistance capacities,30, 31, 32 and correlate with cancer progression. Consistently, we also found that ZNF687 overexpression enhanced HCC metastasis and chemoresistance, whereas ZNF687 downregulation reduced it, and TCGA data set GSEA showed that high ZNF687 expression correlated with the metastasis and chemoresistance signatures, further evidence that ZNF687 has crucial roles in HCC development and progression.
Numerous studies have demonstrated that multiple pluripotency-associated factors, such as Oct4, Sox2, Klf4 (Kruppel-like factor 4), and c-Myc, can reprogram mouse fibroblasts into induced pluripotent stem cells and promote cancer progression.33, 34 Despite a cohort of studies on the pluripotency-associated factor regulation of CSC population maintenance, the regulatory mechanisms differ. We found that ZNF687 significantly upregulated the expression of the pluripotency-associated factors, including SOX2, c-MYC, BMI1, NANOG, OCT4 and ABCG2. ZNF687 physically interacts with the MBD3/NuRD (methyl-CpG–binding domain protein 3/nucleosome remodeling and deacetylases) complex,35 which is an active enhancer and can facilitate the induction of pluripotency with NANOG,36 suggesting that ZNF687 might activate transcription and be involved in the regulation of cell reprogramming. ZNF687 can also interact with ZMYND8 (zinc finger MYND-type containing 8) and ZNF592 to form a Z3 transcriptional coregulator complex,37 which is associated with the H3K4 demethylation machinery, indicating that ZNF687 might have a prominent role in chromatin remodeling for transcription. In the present study, we found that ZNF687 could directly target and activate BMI1, NANOG and OCT4 in HCC cells, whereas individually silencing BMI1, NANOG or OCT4 potently reduced tumorsphere formation and the SP+ subpopulation in ZNF687-overexpressing HCC cells. Collectively, ZNF687 could induce stem cell-like traits in HCC cells via transcriptional regulation of the pluripotency-associated factors, suggesting that ZNF687 might be involved in regulating HCC progression.
SOX2, c-MYC and ABCG2 are upregulated transcriptionally by the Wnt/β-catenin signaling pathway,38, 39, 40 which is aberrantly activated in HCC and has important roles in CSC maintenance.41, 42, 43 Interestingly, we found that ZNF687 overexpression significantly increased the luciferase activity of the TOPflash/FOPflash reporter but that ZNF687 downregulation decreased it, suggesting that ZNF687 may be involved in the activation of Wnt/β-catenin signaling (Supplementary Figure 6A). Importantly, Wnt/β-catenin signaling inhibition by ICG-001, a specific Wnt/β-catenin signaling inhibitor, greatly decreased SOX2, c-MYC, and ABCG2 expression in ZNF687-transduced HCC cells (Supplementary Figure 6B). These results suggest that Wnt/β-catenin signaling might contribute to ZNF687-induced upregulation of SOX2, c-MYC and ABCG2. Therefore, further investigation of the mechanism by which ZNF687 activates Wnt/β-catenin signaling is worthwhile.
Materials and methods
Cells and cell culture
Primary cultures of normal human hepatocytes (Normal 1 and Normal 2) were established from fresh specimens of adjacent non-tumor hepatocellular tissue according to a previously reported protocol.44 The human HCC cell lines QGY-7701, PLC/PRF/5, Huh7, BEL-7404, Hep3B, MHCC97H, HepG2 and QGY-7721 were grown in Dulbecco’s modified Eagle’s medium (DMEM; Invitrogen, Carlsbad, CA, USA) supplemented with 10% fetal bovine serum (HyClone, Logan, UT, USA). The cell lines were routinely monitored by microscopic morphology examination and were routinely treated with commercial ciprofloxacin (Bayer, Leverkusen, Germany) according to the manufacturer’s instructions. Mycoplasma eradication was evaluated by PCR.
Patient information and tissue specimens
A total 204 paraffin-embedded archived HCC samples were histopathologically and clinically diagnosed at the Third Affiliated Hospital of Sun Yat-Sen University. We obtained prior patient consent and institutional research ethics committee approval for the use of these clinical materials for research purposes. The clinical information of the patient samples is summarized in Supplementary Table 1. Ten fresh HCC specimens and the paired adjacent non-cancerous tissues were frozen and stored in liquid nitrogen until further use.
Vectors, retroviral infection and transfection
A ZNF687 expression construct was generated from PCR-amplified complementary DNA (cDNA) and cloned into pMSCV plasmid, and shRNA oligonucleotide sequences targeting ZNF687 were cloned into pSuper.retro.puro viral vector. The respective promoters of the pluripotency-associated factors, for example, BMI1, NANOG and OCT4, spanning nucleotides −2000 to +500 (relative to the transcription initiation site), were cloned into pGL3 luciferase reporter plasmid (Promega, Madison, WI, USA). Plasmid transfection was performed using Lipofectamine 3000 (Invitrogen) according to the manufacturer’s instruction. Retroviral production and infection were performed using a previously reported protocol.45 Stable cell lines expressing ZNF687 or ZNF687-shRNA(s) were selected for 10 days with 0.5 μg/ml puromycin 48 h after infection.
Western blot analysis
Western blotting was performed using antibodies against ZNF687 (1:500; Abcam, Cambridge, MA, USA), BMI1 (Cell Signaling Technology, Danvers, MA, USA), OCT4, and NANOG (Abcam). The blotting membranes were stripped and re-probed with anti–α-tubulin antibody (Sigma, St. Louis, MO, USA) as the loading control.
Luciferase reporter assay
Cells (1 × 104) were seeded in triplicate in 48-well plates and allowed to settle for 24 h. Luciferase reporter plasmids (100 ng) or control luciferase plasmid (100 ng) plus 5 ng pRL-TK Renilla plasmid (Promega) were transfected into HCC cells using Lipofectamine 3000 (Invitrogen). Luciferase and Renilla signals were measured 48 h after transfection using a Dual Luciferase Reporter Assay (Promega) according to the manufacturer’s instructions. Three independent experiments were performed, and the data are presented as the mean±s.d.
Chromatin immunoprecipitation
ZNF687-overexpressing cells (2 × 106) were treated with 1% formaldehyde to cross-link proteins to DNA in a 100-mm culture dish. Cell lysates were collected in a 15-ml tube and sonicated to shear the DNA into 300–1000-bp fragments. Aliquots containing equal amounts of chromatin supernatants were incubated with 1 μg anti-FLAG (Abcam) or anti–immunoglobulin G (IgG) antibody (Millipore) overnight at 4 °C with rotation. Following reverse cross-linking of protein/DNA complexes to free the DNA, real-time PCR was performed.
Tumorsphere formation assay
Five hundred cells were seeded in 6-well ultra-low cluster plates (Corning, NY, USA) for 10 days. Spheres were cultured in DMEM/F12 serum-free medium (Invitrogen, Grand Island, NY, USA) supplemented with 2% B27 (Invitrogen, Grand Island, NY, USA), 20 ng/ml epidermal growth factor, 20 ng/ml basic fibroblast growth factor (PeproTech, Offenbach, Germany), 5 μg/ml insulin and 0.4% bovine serum albumin (Sigma).
Tumor xenografts
The Sun Yat-Sen University Institutional Animal Care and Use Committee approved all experimental procedures. One group of NOD/SCID mice (6–7 weeks old; 18–20 g) were randomly divided into four groups (n=6 per group). All mice were inoculated subcutaneously with 1 × 106 Huh7 cells in the left dorsal flank. Tumors were examined every 3 days; tumor length and width were measured using calipers; tumor volumes were calculated using the equation (L × W2)/2. On day 30, tumors were detected using an IVIS imaging system, and then the animals were euthanized, and the tumors were excised. Another group of NOD/SCID mice (6–7 weeks old; 18–20 g) were randomly divided into three groups (n=6 per group). Huh7 cells (1 × 104, 1 × 103 and 1 × 102) were inoculated subcutaneously together with Matrigel (final concentration, 25%) into the inguinal folds of the mice. Tumor volume was determined using an external caliper and was calculated as above. The mice were sacrificed 60 days after inoculation, and the tumors were excised and subjected to pathologic examination.
Microarray data processing and visualization
Microarray data were downloaded from TCGA data sets (http://cancergenome.nih.gov/) and the Gene Expression Omnibus database (http://www.ncbi.nlm.nih.gov/geo/) using the indicated accession numbers. GSEA was performed using GSEA 2.0.9 (http://www.broadinstitute.org/gsea/).
Statistical analysis
All statistical analyses were performed using SPSS 16.0 (IBM, Armonk, NY, USA). Pearson’s chi-square test was used to study the correlation between ZNF687 expression and the HCC clinicopathological characteristics. The survival curves of high- and low-ZNF687 expression patients were plotted using the Kaplan–Meier method; statistical differences were compared using a log-rank test. Univariate and multivariate statistical analyses were performed using a Cox regression model. Groups were compared using Student’s t-test. Data are the mean±s.d. Bivariate correlations between variables were calculated using Pearson’s rank correlation coefficients. P<0.05 was considered statistically significant.
Acknowledgments
This work was supported by: Natural Science Foundation of China (No. 81602701); Natural Science Foundation of Guangdong Province (No. 2016A030313195, 2014A030313131, 2014A030313193, 2014A030313090, 2014A030313190, 2015A030312013); Key Scientific and Technological Projects of Guangdong Province (No. 2014B020228003, 2014B030301041); Science and Technology Planning Project of Guangzhou (No. 201400000001-3, 201508020262); Science and Technology Projects Foundation of Guangdong Province (No. 2015A070710006 and No. 2016A020215053); Science and Technology Projects Foundation of Guangzhou City (No. 201507020037 and No. 201607010260).
Footnotes
Supplementary Information accompanies this paper on the Oncogenesis website (http://www.nature.com/oncsis)
The authors declare no conflict of interest.
Supplementary Material
References
- Ferlay J, Shin HR, Bray F, Forman D, Mathers C, Parkin DM. Estimates of worldwide burden of cancer in 2008: GLOBOCAN 2008. Int J Cancer 2010; 127: 2893–2917. [DOI] [PubMed] [Google Scholar]
- Kiyosawa K, Umemura T, Ichijo T, Matsumoto A, Yoshizawa K, Gad A et al. Hepatocellular carcinoma: recent trends in Japan. Gastroenterology 2004; 127: S17–S26. [DOI] [PubMed] [Google Scholar]
- Wei KR, Yu X, Zheng RS, Peng XB, Zhang SW, Ji MF et al. Incidence and mortality of liver cancer in China, 2010. Chin J Cancer 2014; 33: 388–394. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Thomas MB, Zhu AX. Hepatocellular carcinoma: the need for progress. J Clin Oncol 2005; 23: 2892–2899. [DOI] [PubMed] [Google Scholar]
- Clarke MF, Dick JE, Dirks PB, Eaves CJ, Jamieson CH, Jones DL et al. Cancer stem cells—perspectives on current status and future directions: AACR Workshop on cancer stem cells. Cancer Res 2006; 66: 9339–9344. [DOI] [PubMed] [Google Scholar]
- Yang W, Yan HX, Chen L, Liu Q, He YQ, Yu LX et al. Wnt/beta-catenin signaling contributes to activation of normal and tumorigenic liver progenitor cells. Cancer Res 2008; 68: 4287–4295. [DOI] [PubMed] [Google Scholar]
- Ma S, Tang KH, Chan YP, Lee TK, Kwan PS, Castilho A et al. miR-130b Promotes CD133(+) liver tumor-initiating cell growth and self-renewal via tumor protein 53-induced nuclear protein 1. Cell Stem Cell 2010; 7: 694–707. [DOI] [PubMed] [Google Scholar]
- Okabe H, Ishimoto T, Mima K, Nakagawa S, Hayashi H, Kuroki H et al. CD44s signals the acquisition of the mesenchymal phenotype required for anchorage-independent cell survival in hepatocellular carcinoma. Br J Cancer 2014; 110: 958–966. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Yang ZF, Ho DW, Ng MN, Lau CK, Yu WC, Ngai P et al. Significance of CD90+ cancer stem cells in human liver cancer. Cancer Cell 2008; 13: 153–166. [DOI] [PubMed] [Google Scholar]
- Lee TK, Castilho A, Cheung VC, Tang KH, Ma S, Ng IO. CD24(+) liver tumor-initiating cells drive self-renewal and tumor initiation through STAT3-mediated NANOG regulation. Cell Stem Cell 2011; 9: 50–63. [DOI] [PubMed] [Google Scholar]
- Miyazaki Y, Matsubara S, Ding Q, Tsukasa K, Yoshimitsu M, Kosai K et al. Efficient elimination of pancreatic cancer stem cells by hedgehog/GLI inhibitor GANT61 in combination with mTOR inhibition. Mol Cancer 2016; 15: 49. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Li Y, Zhang T, Korkaya H, Liu S, Lee HF, Newman B et al. Sulforaphane, a dietary component of broccoli/broccoli sprouts, inhibits breast cancer stem cells. Clin Cancer Res 2010; 16: 2580–2590. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Viale A, De Franco F, Orleth A, Cambiaghi V, Giuliani V, Bossi D et al. Cell-cycle restriction limits DNA damage and maintains self-renewal of leukaemia stem cells. Nature 2009; 457: 51–56. [DOI] [PubMed] [Google Scholar]
- Sekiya S, Suzuki A. Direct conversion of mouse fibroblasts to hepatocyte-like cells by defined factors. Nature 2011; 475: 390–393. [DOI] [PubMed] [Google Scholar]
- Ladewig J, Koch P, Brustle O. Leveling Waddington: the emergence of direct programming and the loss of cell fate hierarchies. Nat Rev Mol Cell Biol 2013; 14: 225–236. [DOI] [PubMed] [Google Scholar]
- Zhang R, Wu WR, Shi XD, Xu LB, Zhu MS, Zeng H et al. Dysregulation of Bmi1 promotes malignant transformation of hepatic progenitor cells. Oncogenesis 2016; 5: e203. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Pan G, Thomson JA. Nanog and transcriptional networks in embryonic stem cell pluripotency. Cell Res 2007; 17: 42–49. [DOI] [PubMed] [Google Scholar]
- Kim JB, Sebastiano V, Wu G, Arauzo-Bravo MJ, Sasse P, Gentile L et al. Oct4-induced pluripotency in adult neural stem cells. Cell 2009; 136: 411–419. [DOI] [PubMed] [Google Scholar]
- Shan J, Shen J, Liu L, Xia F, Xu C, Duan G et al. Nanog regulates self-renewal of cancer stem cells through the insulin-like growth factor pathway in human hepatocellular carcinoma. Hepatology 2012; 56: 1004–1014. [DOI] [PubMed] [Google Scholar]
- Wang XQ, Ongkeko WM, Chen L, Yang ZF, Lu P, Chen KK et al. Octamer 4 (Oct4) mediates chemotherapeutic drug resistance in liver cancer cells through a potential Oct4-AKT-ATP-binding cassette G2 pathway. Hepatology 2010; 52: 528–539. [DOI] [PubMed] [Google Scholar]
- Divisato G, Formicola D, Esposito T, Merlotti D, Pazzaglia L, Del Fattore A et al. ZNF687 mutations in severe Paget disease of bone associated with giant cell tumor. Am J Hum Genet 2016; 98: 275–286. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Nguyen TT, Ma LN, Slovak ML, Bangs CD, Cherry AM, Arber DA. Identification of novel Runx1 (AML1) translocation partner genes SH3D19, YTHDf2, and ZNF687 in acute myeloid leukemia. Gene Chromosome Cancer 2006; 45: 918–932. [DOI] [PubMed] [Google Scholar]
- Zhou S, Schuetz JD, Bunting KD, Colapietro AM, Sampath J, Morris JJ et al. The ABC transporter Bcrp1/ABCG2 is expressed in a wide variety of stem cells and is a molecular determinant of the side-population phenotype. Nat Med 2001; 7: 1028–1034. [DOI] [PubMed] [Google Scholar]
- Jen J, Wang YC. Zinc finger proteins in cancer progression. J Biomed Sci 2016; 23: 53. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Zhu P, Wang Y, Du Y, He L, Huang G, Zhang G et al. C8orf4 negatively regulates self-renewal of liver cancer stem cells via suppression of NOTCH2 signalling. Nat Commun 2015; 6: 7122. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Yamashita T, Honda M, Nakamoto Y, Baba M, Nio K, Hara Y et al. Discrete nature of EpCAM+ and CD90+ cancer stem cells in human hepatocellular carcinoma. Hepatology 2013; 57: 1484–1497. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Jen J, Lin LL, Chen HT, Liao SY, Lo FY, Tang YA et al. Oncoprotein ZNF322A transcriptionally deregulates alpha-adducin, cyclin D1 and p53 to promote tumor growth and metastasis in lung cancer. Oncogene 2016; 35: 2357–2369. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Yang L, Hamilton SR, Sood A, Kuwai T, Ellis L, Sanguino A et al. The previously undescribed ZKSCAN3 (ZNF306) is a novel "driver" of colorectal cancer progression. Cancer Res 2008; 68: 4321–4330. [DOI] [PubMed] [Google Scholar]
- Lai KP, Chen J, He M, Ching AK, Lau C, Lai PB et al. Overexpression of ZFX confers self-renewal and chemoresistance properties in hepatocellular carcinoma. Int J Cancer 2014; 135: 1790–1799. [DOI] [PubMed] [Google Scholar]
- Gupta PB, Chaffer CL, Weinberg RA. Cancer stem cells: mirage or reality? Nat Med 2009; 15: 1010–1012. [DOI] [PubMed] [Google Scholar]
- Beck B, Blanpain C. Unravelling cancer stem cell potential. Nat Rev Cancer 2013; 13: 727–738. [DOI] [PubMed] [Google Scholar]
- Govaere O, Wouters J, Petz M, Vandewynckel YP, Van den Eynde K, Van den Broeck A et al. Laminin-332 sustains chemoresistance and quiescence as part of the human hepatic cancer stem cell niche. J Hepatol 2016; 64: 609–617. [DOI] [PubMed] [Google Scholar]
- Park IH, Zhao R, West JA, Yabuuchi A, Huo H, Ince TA et al. Reprogramming of human somatic cells to pluripotency with defined factors. Nature 2008; 451: 141–146. [DOI] [PubMed] [Google Scholar]
- Okita K, Ichisaka T, Yamanaka S. Generation of germline-competent induced pluripotent stem cells. Nature 2007; 448: 313–317. [DOI] [PubMed] [Google Scholar]
- Kloet SL, Baymaz HI, Makowski M, Groenewold V, Jansen PW, Berendsen M et al. Towards elucidating the stability, dynamics and architecture of the nucleosome remodeling and deacetylase complex by using quantitative interaction proteomics. FEBS J 2015; 282: 1774–1785. [DOI] [PubMed] [Google Scholar]
- dos Santos RL, Tosti L, Radzisheuskaya A, Caballero IM, Kaji K, Hendrich B et al. MBD3/NuRD facilitates induction of pluripotency in a context-dependent manner. Cell Stem Cell 2014; 15: 102–110. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Malovannaya A, Lanz RB, Jung SY, Bulynko Y, Le NT, Chan DW et al. Analysis of the human endogenous coregulator complexome. Cell 2011; 145: 787–799. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Van Raay TJ, Moore KB, Iordanova I, Steele M, Jamrich M, Harris WA et al. Frizzled 5 signaling governs the neural potential of progenitors in the developing Xenopus retina. Neuron 2005; 46: 23–36. [DOI] [PubMed] [Google Scholar]
- He TC, Sparks AB, Rago C, Hermeking H, Zawel L, da Costa LT et al. Identification of c-MYC as a target of the APC pathway. Science 1998; 281: 1509–1512. [DOI] [PubMed] [Google Scholar]
- Bisson I, Prowse DM. WNT signaling regulates self-renewal and differentiation of prostate cancer cells with stem cell characteristics. Cell Res 2009; 19: 683–697. [DOI] [PubMed] [Google Scholar]
- Yamashita T, Budhu A, Forgues M, Wang XW. Activation of hepatic stem cell marker EpCAM by Wnt-beta-catenin signaling in hepatocellular carcinoma. Cancer Res 2007; 67: 10831–10839. [DOI] [PubMed] [Google Scholar]
- Zhi X, Lin L, Yang S, Bhuvaneshwar K, Wang H, Gusev Y et al. betaII-Spectrin (SPTBN1) suppresses progression of hepatocellular carcinoma and Wnt signaling by regulation of Wnt inhibitor kallistatin. Hepatology 2015; 61: 598–612. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Chai S, Ng KY, Tong M, Lau EY, Lee TK, Chan KW et al. Octamer 4/microRNA-1246 signaling axis drives Wnt/beta-catenin activation in liver cancer stem cells. Hepatology 2016; 64: 2062–2076. [DOI] [PubMed] [Google Scholar]
- Bhogal RH, Hodson J, Bartlett DC, Weston CJ, Curbishley SM, Haughton E et al. Isolation of primary human hepatocytes from normal and diseased liver tissue: a one hundred liver experience. PLoS ONE 2011; 6: e18222. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Liu L, Wu J, Ying Z, Chen B, Han A, Liang Y et al. Astrocyte elevated gene-1 upregulates matrix metalloproteinase-9 and induces human glioma invasion. Cancer Res 2010; 70: 3750–3759. [DOI] [PubMed] [Google Scholar]
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.